diff --git a/.gitignore b/.gitignore
index daa5ee7..166fedd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -18,6 +18,8 @@ ch05/03_bonus_pretraining_on_gutenberg/model_checkpoints
 ch02/01_main-chapter-code/number-data.txt
 ch05/03_bonus_pretraining_on_gutenberg/gutenberg
 ch05/03_bonus_pretraining_on_gutenberg/gutenberg_preprocessed
+ch06/01_main-chapter-code/sms_spam_collection.zip
+ch06/01_main-chapter-code/sms_spam_collection
 
 # Temporary OS-related files
 .DS_Store
diff --git a/ch06/01_main-chapter-code/ch06.ipynb b/ch06/01_main-chapter-code/ch06.ipynb
index 0dc6131..e714328 100644
--- a/ch06/01_main-chapter-code/ch06.ipynb
+++ b/ch06/01_main-chapter-code/ch06.ipynb
@@ -39,12 +39,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "matplotlib version: 3.7.2\n",
-      "numpy version: 1.25.2\n",
+      "matplotlib version: 3.8.2\n",
+      "numpy version: 1.26.0\n",
       "tiktoken version: 0.5.1\n",
       "torch version: 2.2.2\n",
       "tensorflow version: 2.15.0\n",
-      "pandas version: 2.0.3\n"
+      "pandas version: 2.2.1\n"
      ]
     }
    ],
@@ -172,7 +172,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "sms_spam_collection/SMSSpamCollection.tsv already exists. Skipping download and extraction.\n"
+      "File downloaded and saved as sms_spam_collection/SMSSpamCollection.tsv\n"
      ]
     }
    ],